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Data Pipeline Runs — Record Quality Audit
x402
Data Pipeline Runs — Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).
Performs a local descriptive quality audit on up to 200 data pipeline run records, reporting on processed vs. rejected row metrics per pipeline and date.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data pipeline runs - Record quality audit: Record quality audit for Data pipeline runs. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.
Output
A bounded quality audit report containing descriptive analytics on the submitted pipeline run records, including statistics on processed vs. rejected rows per pipeline and per date — no external enrichment or forecasting included.
Example use cases
Weekly pipeline rejection rate check
“I want a quality audit for last week's pipeline runs — I have 8 records across two pipelines, 'ingest-customers' and 'ingest-orders', with their daily processed and rejected row counts. Can you run the quality audit and tell me which pipeline had the worst rejection rate?”
Pre-release data pipeline validation
“Before we push our new ETL pipeline to production, can you audit the quality of the 50 test run records I have from 'pipeline-v2'? I need to see a breakdown of processed vs rejected rows by date so I can spot any problem days.”
Monthly data quality reporting
“I need to generate a monthly quality report for our data engineering team — I have 120 pipeline run records across 6 pipelines for October. Can you run the quality audit and summarize the rejection statistics so I can include them in the report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-pipeline-runs-quality?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) descriptive quality audit on a batch of pipeline run records without requiring external data enrichment or predictive forecasting. Ideal for teams that already have structured pipeline run logs and want local analytics on rejection rates and processing quality across multiple pipelines and dates.
Side effects
- Missing required fields (row_id, pipeline, date, processed_rows, rejected_rows) causes validation error
- Submitting more than 200 rows exceeds the maxItems limit and will be rejected
- Invalid date format (not YYYY-MM-DD) triggers a schema validation error
- Empty rows array (minItems: 1 not met) returns an error
- Null numeric values for both processed_rows and rejected_rows may yield incomplete statistics
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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